{"id":"W4365135260","doi":"10.1542/peds.2022-059427","title":"Early Antibiotic Use and Neonatal Outcomes Among Preterm Infants Without Infections","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antibiotics; Odds ratio; Pediatrics; Confidence interval; Cohort study; Neonatal infection; Bronchopulmonary dysplasia; Cohort; Internal medicine; Pregnancy; Gestational age","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008479176,0.0003182634,0.000372654,0.0006434851,0.000252062,0.0005791583,0.000373393,0.0003332839,0.0007562505],"category_scores_gemma":[0.00373241,0.0002083617,0.0005086499,0.0006106348,0.0002110687,0.0004603337,0.0005313045,0.0006997268,0.00009604744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285072,"about_ca_system_score_gemma":0.0005637674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003482964,"about_ca_topic_score_gemma":0.003513384,"domain_scores_codex":[0.999323,0.0001358129,0.0001199924,0.00014419,0.0001426175,0.0001344046],"domain_scores_gemma":[0.9970065,0.0003768349,0.001903413,0.0001163473,0.0002543178,0.0003426335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007478947,0.000019537,0.9986431,0.00001616952,0.000030998,0.00009288936,0.00002298051,0.00001777482,0.000130241,0.000007101006,0.00002145932,0.0009229303],"study_design_scores_gemma":[0.000002755853,0.00007587051,0.9993052,0.00001780461,0.00002270186,0.0002690854,0.00006139015,0.0000960914,0.00008075919,0.00001241442,0.0000538522,0.00000206779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986016,0.0008369516,0.00004647361,0.00004146205,0.000006649274,0.000004694219,0.0002622055,0.000001646455,0.0001983448],"genre_scores_gemma":[0.9992585,0.0003185974,0.00006499532,0.00001856489,0.00001072751,0.000007319188,0.0002378755,0.000001277957,0.00008212928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003482964,"threshold_uncertainty_score":0.006925404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995133901549292,"score_gpt":0.2777574791495394,"score_spread":0.2578061401340465,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}